Artificial Intelligence in Medicine: 10th Conference on Artificial Intelligence in Medicine, AIME 2005, Aberdeen, UK, July 23-27, 2005. Proceedings

Front Matter....Pages -
Front Matter....Pages 1-1
Ontology Mapping: A Way Out of the Medical Tower of Babel?....Pages 3-6
Human Computer Interaction in Context Aware Wearable Systems....Pages 7-10
Front Matter....Pages 11-11
A New Approach to the Abstraction of Monitoring Data in Intensive Care....Pages 13-22
Learning Rules with Complex Temporal Patterns in Biomedical Domains....Pages 23-32
Discriminating Exanthematic Diseases from Temporal Patterns of Patient Symptoms....Pages 33-42
Probabilistic Abstraction of Multiple Longitudinal Electronic Medical Records....Pages 43-47
Using a Bayesian-Network Model for the Analysis of Clinical Time-Series Data....Pages 48-52
Data-Driven Analysis of Blood Glucose Management Effectiveness....Pages 53-57
Extending Temporal Databases to Deal with Telic/Atelic Medical Data....Pages 58-66
Dichotomization of ICU Length of Stay Based on Model Calibration....Pages 67-76
Front Matter....Pages 77-77
AtherEx: An Expert System for Atherosclerosis Risk Assessment....Pages 79-88
Smooth Integration of Decision Support into an Existing Electronic Patient Record....Pages 89-93
REPS: A Rehabilitation Expert System for Post-stroke Patients....Pages 94-98
Front Matter....Pages 99-99
Testing Asbru Guidelines and Protocols for Neonatal Intensive Care....Pages 101-110
EORCA: A Collaborative Activities Representation for Building Guidelines from Field Observations....Pages 111-120
Design Patterns for Modelling Guidelines....Pages 121-125
Improving Clinical Guideline Implementation Through Prototypical Design Patterns....Pages 126-130
Automatic Derivation of a Decision Tree to Represent Guideline-Based Therapeutic Strategies for the Management of Chronic Diseases....Pages 131-135
Exploiting Decision Theory for Supporting Therapy Selection in Computerized Clinical Guidelines....Pages 136-140
Helping Physicians to Organize Guidelines Within Conceptual Hierarchies....Pages 141-145
Front Matter....Pages 99-99
MHB – A Many-Headed Bridge Between Informal and Formal Guideline Representations....Pages 146-150
Clinical Guidelines Adaptation: Managing Authoring and Versioning Issues....Pages 151-155
Open-Source Publishing of Medical Knowledge for Creation of Computer-Interpretable Guidelines....Pages 156-160
A History-Based Algebra for Quality-Checking Medical Guidelines....Pages 161-165
The Spock System: Developing a Runtime Application Engine for Hybrid-Asbru Guidelines....Pages 166-170
AI Planning Technology as a Component of Computerised Clinical Practice Guidelines....Pages 171-180
Gaining Process Information from Clinical Practice Guidelines Using Information Extraction....Pages 181-190
Ontology-Driven Extraction of Linguistic Patterns for Modelling Clinical Guidelines....Pages 191-200
Formalising Medical Quality Indicators to Improve Guidelines....Pages 201-210
Front Matter....Pages 211-211
Oncology Ontology in the NCI Thesaurus....Pages 213-220
Ontology-Mediated Distributed Decision Support for Breast Cancer....Pages 221-225
Multimedia Data Management to Assist Tissue Microarrays Design....Pages 226-230
Building Medical Ontologies Based on Terminology Extraction from Texts: Methodological Propositions....Pages 231-235
Translating Biomedical Terms by Inferring Transducers....Pages 236-240
Using Lexical and Logical Methods for the Alignment of Medical Terminologies....Pages 241-245
Latent Argumentative Pruning for Compact MEDLINE Indexing....Pages 246-250
A Benchmark Evaluation of the French MeSH Indexers....Pages 251-255
Populating an Allergens Ontology Using Natural Language Processing and Machine Learning Techniques....Pages 256-265
Ontology of Time and Situoids in Medical Conceptual Modeling....Pages 266-275
The Use of Verbal Classification for Determining the Course of Medical Treatment by Medicinal Herbs....Pages 276-285
Front Matter....Pages 287-287
Interactive Knowledge Validation in CBR for Decision Support in Medicine....Pages 289-299
Adaptation and Medical Case-Based Reasoning Focusing on Endocrine Therapy Support....Pages 300-309
Transcranial Magnetic Stimulation (TMS) to Evaluate and Classify Mental Diseases Using Neural Networks....Pages 310-314
Towards Information Visualization and Clustering Techniques for MRI Data Sets....Pages 315-319
Front Matter....Pages 321-321
Electrocardiographic Imaging: Towards Automated Interpretation of Activation Maps....Pages 323-332
Automatic Landmarking of Cephalograms by Cellular Neural Networks....Pages 333-342
Anatomical Sketch Understanding: Recognizing Explicit and Implicit Structure....Pages 343-352
Morphometry of the Hippocampus Based on a Deformable Model and Support Vector Machines....Pages 353-362
Automatic Segmentation of Whole-Body Bone Scintigrams as a Preprocessing Step for Computer Assisted Diagnostics....Pages 363-372
Front Matter....Pages 373-373
Multi-agent Patient Representation in Primary Care....Pages 375-384
Clinical Reasoning Learning with Simulated Patients....Pages 385-394
Implicit Learning System for Teaching the Art of Acute Cardiac Infarction Diagnosis....Pages 395-399
Which Kind of Knowledge Is Suitable for Redesigning Hospital Logistic Processes?....Pages 400-405
Front Matter....Pages 407-407
Web Mining Techniques for Automatic Discovery of Medical Knowledge....Pages 409-413
Resource Modeling and Analysis of Regional Public Health Care Data by Means of Knowledge Technologies....Pages 414-418
An Evolutionary Divide and Conquer Method for Long-Term Dietary Menu Planning....Pages 419-423
Human/Computer Interaction to Learn Scenarios from ICU Multivariate Time Series....Pages 424-428
Mining Clinical Data: Selecting Decision Support Algorithm for the MET-AP System....Pages 429-433
A Data Pre-processing Method to Increase Efficiency and Accuracy in Data Mining....Pages 434-443
Rule Discovery in Epidemiologic Surveillance Data Using EpiXCS: An Evolutionary Computation Approach....Pages 444-452
Front Matter....Pages 407-407
Subgroup Mining for Interactive Knowledge Refinement....Pages 453-462
Evidence Accumulation to Identify Discriminatory Signatures in Biomedical Spectra....Pages 463-467
On Understanding and Assessing Feature Selection Bias....Pages 468-472
A Model-Based Approach to Visualizing Classification Decisions for Patient Diagnosis....Pages 473-483
Learning Rules from Multisource Data for Cardiac Monitoring....Pages 484-493
Effective Confidence Region Prediction Using Probability Forecasters....Pages 494-503
Signature Recognition Methods for Identifying Influenza Sequences....Pages 504-513
Conquering the Curse of Dimensionality in Gene Expression Cancer Diagnosis: Tough Problem, Simple Models....Pages 514-523
An Algorithm to Learn Causal Relations Between Genes from Steady State Data: Simulation and Its Application to Melanoma Dataset....Pages 524-534
Relation Mining over a Corpus of Scientific Literature....Pages 535-544
Back Matter....Pages -